GRAN | Generating Images with Recurrent Adversarial Networks code | Machine Learning library
kandi X-RAY | GRAN Summary
kandi X-RAY | GRAN Summary
Python (Theano) implementation of Generating Images with Recurrent Adversarial Networks code provided by Daniel Jiwoong Im, Chris Dongjoo Kim, Hui Jiang, and Roland, Memisevic. Generative Recurrent Adversarial Network (GRAN) is a recurrent generative model inspired by the view that unrolling the gradient-based optimization yields a recurrent computation that creates images by incrementally adding onto a visual “canvas”. GRAN is trained using adversarial training to generate very good image samples. Generative Adversarial Metric (GAM) quantitatively compare adversarial networks by having the generators and discriminators of these networks compete against each other. For more information, see. If you use this in your research, we kindly ask that you cite the above arxiv paper.
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Top functions reviewed by kandi - BETA
- R Propagates the activation matrix
- Pre - activation function
- Post batch norm
- Compute the cost of the Gaussian cost function
- Get samples from the network
- Compute the cost of the function
- Propagate activation function to the input X
- Display the cifar10 10 images in a batch format
- Display raster images
- Calculate the mean error of the model
- Propagate the activation function
- Computes the cost function of the cost function
- Get the samples from the network
- Compute the mean error for each prediction
- Calculate the cost of the cost function
- Generate sequential drawing
- Computes the cost of the cost function
- Generate sequential drawing of sequential drawing
- Computes the cost of the function
- Calculate the mean of the errors
GRAN Key Features
GRAN Examples and Code Snippets
Community Discussions
Trending Discussions on GRAN
QUESTION
I have the following map in my render section.
...ANSWER
Answered 2021-Jun-10 at 08:23You have to return the result inside the map
QUESTION
I have the below df
...ANSWER
Answered 2021-May-26 at 14:12Simply replace your dict with
QUESTION
New to R:
I have a raster brick that is holding 5 raster layers. How do I break this brick so each layer can be assigned to its own object and I can manipulate each individually?
Here is the info for the brick in case that helps.
ANSWER
Answered 2021-May-05 at 04:15Example data
QUESTION
I am cathing one API and I cannot deserialize a JSON property and I do not know where is the problem.
So I have an object from convertJSON2CSharp :
...ANSWER
Answered 2021-Apr-26 at 19:35The problem is in the models you defined. Base on the JSON your models will be:
QUESTION
I have a problem, I have 5 div with the same class, it is like that:
...ANSWER
Answered 2021-Mar-26 at 21:56You'll need to select the .prdctfltr_filter class and use the :first-of-type or :first-child selectors. nth-of-type(0) and nth-child(0) will also work and do the same.
Then select the .prdctfltr_add_scroll class inside the first found element.
QUESTION
I'm building a webshop in WooCommerce and I need to show correct taxes in the order emails. I have 2 different user roles: "private" and "business"
The following code does the tax calculation and adds it to a new line. However, I need the output to be 0DKK for "business" user role (since the price they pay is excl. tax):
...ANSWER
Answered 2021-Feb-26 at 22:53The following will change your custom total tax row to zero for "business" user role:
QUESTION
I am trying to translate all the columns called tweet_text in my dataset. I have about 100,000 rows of data and about 50% of that needs to be translated to English.
The following code works but I am basically running the function to translate the tweets for every single row which takes nearly 2 hours.
Note: x != " " checks if the tweets aren't empty strings as some of the tweets have just " " as I removed some of the emojis from them and that was all that was left.
ANSWER
Answered 2021-Feb-04 at 07:55- The code works fine with the sample provided, so additional rows have been added to the sample dataframe, which result in
exceptions. - Write a function, with
try - exceptto catch the invalid rows. - Note that the following code does not use
import swifter, because it's a module used to speed up.apply, and wasn't needed for testing.
QUESTION
I have xml files like this:
...ANSWER
Answered 2021-Jan-30 at 13:04You can iterate over the property details and see what you have. You also don't need the $xml->product in the foreach, that goes back to the parent.
QUESTION
We have substrate node with babe + grandpa consensus. We tried to run it on different computers and create a network. Everything works if we use the pre-installed accounts of Alice and Bob. We are trying to create our own config with our own keys. using subkey, 2 pairs of 4 keys were generated. 2 in sr25519 format (account address and account stash address), then a key in ed25519 format (used for GrandpaId). We took a seed-phrase from him and created a sr25519 key (for Babe). That is, we have 2 validators. We launched the nodes and using rpc requests inserted keys for both validators (babe + gran)
Nodes see each other on the network, create blocks, but do not finalize blocks. With what it can be connected? The screenshots show the config that we use when starting the network photo and second photo
...ANSWER
Answered 2021-Jan-28 at 13:48I found the error myself, you need to remove the -tmp flag before starting, create your folders with the command -d / node / node1, and after inserting the keys, restart the nodes
QUESTION
Consider the following exmaple:
...ANSWER
Answered 2021-Jan-26 at 07:59Perhaps, because of next type Aux[TT <: Granularity] = Test{ type T = TT } - basically you say here there is some Test that should have defined type alias T in it. I think compiler logic here similar to Duck Typing in Scala implementation. For instance you can define type Foo{ def bar(): Unit} and try to next
Community Discussions, Code Snippets contain sources that include Stack Exchange Network
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Install GRAN
You can use GRAN like any standard Python library. You will need to make sure that you have a development environment consisting of a Python distribution including header files, a compiler, pip, and git installed. Make sure that your pip, setuptools, and wheel are up to date. When using pip it is generally recommended to install packages in a virtual environment to avoid changes to the system.
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